bugfix (#4176)

* fix ocr rec result channel order

* fix doc

docs/support_list/models_list.en.md

@@ -2856,7 +2856,7 @@ PaddleX includes multiple pipelines, each containing several modules, and each m
 <b>Note: The evaluation set for the above accuracy metrics is a self-built dataset covering multiple scenarios such as documents and certificates, with 1000 images. </b>
 
 
-## [Text Line Orientation Classification Module](../module_usage/tutorials/ocr_modules/doc_img_orientation_classification.en.md)
+## [Text Line Orientation Classification Module](../module_usage/tutorials/ocr_modules/textline_orientation_classification.en.md)
 
 <table>
 <thead>
@@ -2872,13 +2872,22 @@ PaddleX includes multiple pipelines, each containing several modules, and each m
 </thead>
 <tbody>
 <tr>
-<td>PP-LCNet_x1_0_doc_ori</td>
+<td>PP-LCNet_x0_25_textline_ori</td>
 <td>99.06</td>
 <td>2.31 / 0.43</td>
 <td>3.37 / 1.27</td>
 <td>7</td>
 <td><a href="https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/modules/textline_orientation/PP-LCNet_x0_25_textline_ori.yaml">PP-LCNet_x0_25_textline_ori.yaml</a></td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_0_doc_ori_infer.tar">Inference Model</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-LCNet_x1_0_doc_ori_pretrained.pdparams">Training Model</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x0_25_textline_ori_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-LCNet_x0_25_textline_ori_pretrained.pdparams">训练模型</a></td>
+</tr>
+<tr>
+<td>PP-LCNet_x1_0_textline_ori</td>
+<td>99.06</td>
+<td>2.31 / 0.43</td>
+<td>3.37 / 1.27</td>
+<td>7</td>
+<td><a href="https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/modules/textline_orientation/PP-LCNet_x1_0_textline_ori.yaml">PP-LCNet_x1_0_textline_ori.yaml</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_0_textline_ori_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-LCNet_x1_0_textline_ori_pretrained.pdparams">训练模型</a></td>
 </tr>
 </tbody>
 </table>

docs/support_list/models_list.md

@@ -2747,7 +2747,7 @@ devanagari_PP-OCRv3_mobile_rec_infer.tar">推理模型</a>/<a href="">训练模
 <b>注：以上精度指标的评估集是自建的数据集，覆盖证件和文档等多个场景，包含 1000 张图片。</b>
 
 
-## [文本行方向分类模块](../module_usage/tutorials/ocr_modules/doc_img_orientation_classification.md)
+## [文本行方向分类模块](../module_usage/tutorials/ocr_modules/textline_orientation_classification.md)
 
 <table>
 <thead>
@@ -2763,13 +2763,22 @@ devanagari_PP-OCRv3_mobile_rec_infer.tar">推理模型</a>/<a href="">训练模
 </thead>
 <tbody>
 <tr>
-<td>PP-LCNet_x1_0_doc_ori</td>
+<td>PP-LCNet_x0_25_textline_ori</td>
 <td>99.06</td>
 <td>2.31 / 0.43</td>
 <td>3.37 / 1.27</td>
 <td>7</td>
 <td><a href="https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/modules/textline_orientation/PP-LCNet_x0_25_textline_ori.yaml">PP-LCNet_x0_25_textline_ori.yaml</a></td>
-<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_0_doc_ori_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-LCNet_x1_0_doc_ori_pretrained.pdparams">训练模型</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x0_25_textline_ori_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-LCNet_x0_25_textline_ori_pretrained.pdparams">训练模型</a></td>
+</tr>
+<tr>
+<td>PP-LCNet_x1_0_textline_ori</td>
+<td>99.06</td>
+<td>2.31 / 0.43</td>
+<td>3.37 / 1.27</td>
+<td>7</td>
+<td><a href="https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/modules/textline_orientation/PP-LCNet_x1_0_textline_ori.yaml">PP-LCNet_x1_0_textline_ori.yaml</a></td>
+<td><a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_0_textline_ori_infer.tar">推理模型</a>/<a href="https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-LCNet_x1_0_textline_ori_pretrained.pdparams">训练模型</a></td>
 </tr>
 </tbody>
 </table>

paddlex/inference/models/text_recognition/result.py

@@ -35,7 +35,7 @@ class TextRecResult(BaseCVResult):
 
     def _to_img(self):
         """Draw label on image"""
-        image = Image.fromarray(self["input_img"])
+        image = Image.fromarray(self["input_img"][:, :, ::-1])
         rec_text = self["rec_text"]
         rec_score = self["rec_score"]
         image = image.convert("RGB")